Title :
Scalable Resource Allocation for SVC Video Streaming Over Multiuser MIMO-OFDM Networks
Author :
Maodong Li ; Zhenzhong Chen ; Yap-Peng Tan
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, we propose a scalable resource allocation framework for streaming scalable videos over multiuser multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) networks. We exploit the utilities of scalable videos produced by the scalable extension of H.264/AVC (SVC) and investigate the multidimensional diversities of the multiuser MIMO-OFDM wireless networks. First, we study the rate-utility relationship of SVC via a packet prioritization scheme. Based on the rate-utility analysis, a scalable resource-allocation framework is proposed to achieve differentiated service objectives for different scalable video layers. To provide users with fair opportunities to acquire basic viewing experience, a fair scheme is designed to guarantee that each user is entitled to a MAXMIN fairness to have their base layer video packets received. After all users have their base layer packets successfully scheduled, resources are distributed to exploit the network efficiency. The two schemes are integrated into a unified bit loading and power allocation solution to enhance the practicability of the scalable framework. Experiment results confirms that the proposed scheme handles fairness and efficiency better at different scenarios than the conventional schemes.
Keywords :
MIMO communication; OFDM modulation; diversity reception; radio networks; resource allocation; video coding; video communication; video streaming; H.264/AVC; MAXMIN fairness; MIMO-OFDM wireless networks; SVC video streaming; base layer video packets; multidimensional diversities; multiuser MIMO-OFDM wireless networks; multiuser multiple-input multiple-output; network efficiency; orthogonal frequency-division multiplexing; packet prioritization scheme; rate-utility analysis; rate-utility relationship; scalable resource allocation; scalable resource-allocation framework; scalable video streaming; service objectives; Multiuser multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM); resource allocation; scalable extension of H.264/AVC (SVC); scalable framework; scalable video; spatial division multiple access (SDMA);
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2013.2267207